{"id":1647,"date":"2023-07-25T12:44:47","date_gmt":"2023-07-25T12:44:47","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e3%83%ad%e3%82%af%e3%82%99%e3%83%ad%e3%82%af%e3%82%99%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88python\/"},"modified":"2023-07-25T12:44:47","modified_gmt":"2023-07-25T12:44:47","slug":"%e3%83%ad%e3%82%af%e3%82%99%e3%83%ad%e3%82%af%e3%82%99%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88python","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e3%83%ad%e3%82%af%e3%82%99%e3%83%ad%e3%82%af%e3%82%99%e3%83%95%e3%82%9a%e3%83%ad%e3%83%83%e3%83%88python\/","title":{"rendered":"Python \u3067\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u306f\u3001<\/strong> x \u8ef8\u3068 y \u8ef8\u306e\u4e21\u65b9\u306b\u5bfe\u6570\u30b9\u30b1\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u30d7\u30ed\u30c3\u30c8\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30bf\u30a4\u30d7\u306e\u30d7\u30ed\u30c3\u30c8\u306f\u30012 \u3064\u306e\u5909\u6570\u9593\u306e\u771f\u306e\u95a2\u4fc2\u304c\u3042\u308b\u7a2e\u306e\u3079\u304d\u4e57\u5247\u306b\u5f93\u3046\u5834\u5408\u306b\u30012 \u3064\u306e\u5909\u6570\u3092\u8996\u899a\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python \u3067\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30d1\u30f3\u30c0 \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">x<\/span> ': [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,\n                         14, 15, 16, 17, 18, 19, 20, 21, 22],\n                   ' <span style=\"color: #ff0000;\">y<\/span> ': [3, 4, 5, 7, 9, 13, 15, 19, 23, 24, 29,\n                         38, 40, 50, 56, 59, 70, 89, 104, 130]})\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>plt. <span style=\"color: #3366ff;\">scatter<\/span> (df. <span style=\"color: #3366ff;\">x<\/span> , df. <span style=\"color: #3366ff;\">y<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-16266 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogpython1.png\" alt=\"\" width=\"535\" height=\"369\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><em>x<\/em>\u3068<em>y<\/em>\u306e\u95a2\u4fc2\u304c\u3079\u304d\u4e57\u5247\u306b\u5f93\u3046\u3053\u3068\u306f\u660e\u3089\u304b\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u30b3\u30fc\u30c9\u306f\u3001 <strong>numpy.log()<\/strong>\u3092\u4f7f\u7528\u3057\u3066 2 \u3064\u306e\u5909\u6570\u306b\u5bfe\u3057\u3066\u5bfe\u6570\u5909\u63db\u3092\u5b9f\u884c\u3057\u3001\u4e21\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u305d\u308c\u3089\u306e\u95a2\u4fc2\u3092\u8996\u899a\u5316\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span>\n\n#perform log transformation on both x and y\n<\/span>xlog = np. <span style=\"color: #3366ff;\">log<\/span> ( <span style=\"color: #3366ff;\">df.x<\/span> )\nylog = np. <span style=\"color: #3366ff;\">log<\/span> ( <span style=\"color: #3366ff;\">df.y<\/span> )\n\n<span style=\"color: #008080;\">#create log-log plot\n<\/span>plt. <span style=\"color: #3366ff;\">scatter<\/span> (xlog, ylog)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-16267 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogpython2.png\" alt=\"\" width=\"530\" height=\"372\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">x \u8ef8\u306f x \u306e\u5bfe\u6570\u3092\u8868\u793a\u3057\u3001y \u8ef8\u306f y \u306e\u5bfe\u6570\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\">log(x) \u3068 log(y) \u306e\u95a2\u4fc2\u304c\u524d\u306e\u30d7\u30ed\u30c3\u30c8\u306b\u6bd4\u3079\u3066\u306f\u308b\u304b\u306b\u7dda\u5f62\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u306b\u6ce8\u76ee\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u30d7\u30ed\u30c3\u30c8\u3092\u89e3\u91c8\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081\u306b\u3001\u81ea\u7531\u306b\u30bf\u30a4\u30c8\u30eb\u3068\u8ef8\u306e\u30e9\u30d9\u30eb\u3092\u8ffd\u52a0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create log-log plot with labels\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">scatter<\/span> (xlog, ylog, color=' <span style=\"color: #ff0000;\">purple<\/span> ')\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">Log(x)<\/span> ')\nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">Log(y)<\/span> ')\nplt. <span style=\"color: #3366ff;\">title<\/span> (' <span style=\"color: #ff0000;\">Log-Log Plot<\/span> ')<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-16268 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogpython3.png\" alt=\"\" width=\"534\" height=\"390\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u307e\u305f\u3001\u6b21\u306e\u3088\u3046\u306b<strong>plt.plot()<\/strong>\u3092\u4f7f\u7528\u3059\u308b\u3060\u3051\u3067\u3001\u6563\u5e03\u56f3\u306e\u4ee3\u308f\u308a\u306b\u6298\u308c\u7dda\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3067\u304d\u308b\u3053\u3068\u306b\u3082\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create log-log line plot\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">plot<\/span> (xlog, ylog, color=' <span style=\"color: #ff0000;\">purple<\/span> ')\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">Log(x)<\/span> ')\nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">Log(y)<\/span> ')\nplt. <span style=\"color: #3366ff;\">title<\/span> (' <span style=\"color: #ff0000;\">Log-Log Plot<\/span> ')<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16274\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogpython4.png\" alt=\"Python \u3067\u306e\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\" width=\"537\" height=\"382\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n<p><a href=\"https:\/\/statorials.org\/ja\/r-\u306e\u5bfe\u6570\u5bfe\u6570\u30d5\u309a\u30ed\u30c3\u30c8\/\" target=\"_blank\" rel=\"noopener\">R \u3067\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><br \/><a href=\"https:\/\/statorials.org\/ja\/\u30ed\u30af\u3099\u30ed\u30af\u3099\u30d5\u309a\u30ed\u30c3\u30c8\u30a8\u30af\u30bb\u30eb\/\" target=\"_blank\" rel=\"noopener\">Excel \u3067\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u306f\u3001 x \u8ef8\u3068 y \u8ef8\u306e\u4e21\u65b9\u306b\u5bfe\u6570\u30b9\u30b1\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u30d7\u30ed\u30c3\u30c8\u3067\u3059\u3002 \u3053\u306e\u30bf\u30a4\u30d7\u306e\u30d7\u30ed\u30c3\u30c8\u306f\u30012 \u3064\u306e\u5909\u6570\u9593\u306e\u771f\u306e\u95a2\u4fc2\u304c\u3042\u308b\u7a2e\u306e\u3079\u304d\u4e57\u5247\u306b\u5f93\u3046\u5834\u5408\u306b\u30012 \u3064\u306e\u5909\u6570\u3092\u8996\u899a\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-1647","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python \u3067\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u5bfe\u6570\u5bfe\u6570\u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u306e\u4f8b\u3068\u3068\u3082\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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